Slide 1: Introduction

This project builds a next word prediction model using n-gram techniques.

Slide 2: Data Processing

  • Cleaned text data
  • Converted to lowercase
  • Created bigram model

Slide 3: Prediction Algorithm

  • Used Bigram model
  • Selected most frequent next word
  • Returned single word output

Slide 4: The Shiny App

  • User enters phrase
  • Click Predict button
  • App displays next word

Slide 5: Conclusion

  • Simple NLP implementation
  • Deployed on shinyapps.io
  • Can be improved with trigram model